CoreLabTech is a next-generation platform that combines continuous physiological monitoring inside hyperbaric chambers with advanced AI analytics and robust software engineering.
System Overview
PRE Snapshot
Baseline measurement with pulse oximeter (SpO₂ + Pulse)
Start Session
Enter chamber & start monitoring
During Session
Garmin records HR/HRV (FIT)
Pulseox records SpO₂ + Pulse (CSV)
Exit Chamber
End session & save data
Upload Data
Upload FIT file and CSV file
POST Snapshot
Wait 10 min
Post measurement (SpO₂ + Pulse)
Data Flow & Integration
Garmin FIT File
HR + HRV (RR intervals)
Pulse Oximeter CSV
SpO₂ + Pulse (1Hz)
Merge Engine
Time Sync & Alignment (1Hz Timeline)
Unified Timeline
HR • HRV • SpO₂ • Pulse
AI Analysis Engine
Scoring • Anomaly Detection • Recovery • Reports
Devices & Technologies
AI QA, Automation & Performance Testing
AI QA Lab
✔ AI contract validation
✔ Gherkin scenario preview
✔ Playwright test preview
✔ Score, risk, anomaly and timeline validation
Playwright Automation
✔ Chamber UI validation
✔ CSV upload flow
✔ Merge endpoint validation
✔ AI analysis contract checks
✔ User trend endpoint validation
Performance Testing
✔ Gatling-ready API load tests
✔ Session ingestion performance
✔ Merge engine latency
✔ AI analysis response time
✔ CI/CD performance gate
Devices
Garmin Fenix + HRM Strap
Heart Rate (HR)
Heart Rate Variability (HRV)
Recorded as FIT file
M1664 Ring Pulse Oximeter
SpO₂ + Pulse
1Hz Continuous Monitoring
Export as CSV File
Technologies
Database: SQLite now / PostgreSQL-ready architecture
QA Automation: Playwright, API contract tests, AI QA Lab
Performance Testing: Gatling-ready load testing architecture
CI/CD: GitHub Actions QA pipeline
Backend: Python, Flask, SQLAlchemy
Database: PostgreSQL
AI / Analytics: Pandas, NumPy, Scikit-learn
Frontend: HTML, JavaScript, Chart.js
Visualization: Interactive Charts & Dashboards
AI Scoring (Research Risk Model)
✔ Min SpO₂ (Hypoxia Detection)
✔ HRV Drop (Autonomic Stress)
✔ HR Max (Cardiovascular Load)
✔ Recovery Speed (Post Phase)
Research-Grade • Clinically Inspired
Data-Driven Decision Support
Business Process
Recruit Subjects
Create profiles & baseline data
Run HBOT Session
Collect data in real time
Data Integration
Upload, merge & validate
AI Analysis
Score, detect anomalies & generate insights
Reports & Export
PDF reports, charts & research data
Our Mission
Empowering research and clinical teams with reliable data, advanced AI and intuitive software to improve human performance and health.
CoreLabTech
Science. Technology. Performance.